| 2026 | AAAI | BayesAgent: Bayesian Agentic Reasoning Under Uncertainty via Verbalized Probabilistic Graphical Modeling. | Hengguan Huang, Xing Shen, Guang-Yuan Hao, Songtao Wang, Lingfa Meng, Dianbo Liu, David A. Duchne, Hao Wang, Samir Bhatt |
| 2025 | ICLR | On Calibration of LLM-based Guard Models for Reliable Content Moderation. | Hongfu Liu, Hengguan Huang, Xiangming Gu, Hao Wang, Ye Wang |
| 2025 | MICCAI | Exposing and Mitigating Calibration Biases and Demographic Unfairness in MLLM Few-Shot In-Context Learning for Medical Image Classification. | Xing Shen, Justin Szeto, Mingyang Li, Hengguan Huang, Tal Arbel |
| 2024 | AAAI | Composite Active Learning: Towards Multi-Domain Active Learning with Theoretical Guarantees. | Guang-Yuan Hao, Hengguan Huang, Haotian Wang, Jie Gao, Hao Wang |
| 2024 | ACL | Benchmarking Large Language Models on Communicative Medical Coaching: A Dataset and a Novel System. | Hengguan Huang, Songtao Wang, Hongfu Liu, Hao Wang, Ye Wang |
| 2024 | EMNLP | Advancing Test-Time Adaptation in Wild Acoustic Test Settings. | Hongfu Liu, Hengguan Huang, Ye Wang |
| 2023 | AAAI | FedNP: Towards Non-IID Federated Learning via Federated Neural Propagation. | Xueyang Wu, Hengguan Huang, Youlong Ding, Hao Wang, Ye Wang, Qian Xu |
| 2021 | ICML | STRODE: Stochastic Boundary Ordinary Differential Equation. | Hengguan Huang, Hongfu Liu, Hao Wang, Chang Xiao, Ye Wang |
| 2020 | ICML | Deep Graph Random Process for Relational-Thinking-Based Speech Recognition. | Hengguan Huang, Fuzhao Xue, Hao Wang, Ye Wang |
| 2019 | AAAI | Recurrent Poisson Process Unit for Speech Recognition. | Hengguan Huang, Hao Wang, Brian Mak |
| 2017 | Interspeech | To Improve the Robustness of LSTM-RNN Acoustic Models Using Higher-Order Feedback from Multiple Histories. | Hengguan Huang, Brian Mak |
| 2015 | ICASSP | An investigation of augmenting speaker representations to improve speaker normalisation for DNN-based speech recognition. | Hengguan Huang, Khe Chai Sim |